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Table 1 Summary of dark regions overlapping genome-wide significant loci from GWAS studies

From: Investigating the dark-side of the genome: a barrier to human disease variant discovery?

GWAS Disorder

FUMA ID

Genomic risk loci (GRL)

Mapped genes (MGs)

# MGs with dark CDS

GO enrichment

# GRLs

# GRLs overlapping DRs

% GRLs overlapped by DRs

Overlap (bp)

# MGs

# MGs overlapping DRs

% MGs overlapping DRs

Overlap (bp)

Any

 > 5%

 > 20%

All dark GWAS MGs vs Genome

Relevant Gene Ontology enrichment terms (biological processes)

GWAS MGs with Dark CDS vs remaining GWAS

Relevant Gene Ontology enrichment terms

ASD

10

3

1 GRL (1 DR)

33

92 bp

113

8 (37 DRs)

7

12 Kb

0

0

0

106 terms (p < 0.05)

Neuron differentiation, ERBB signalling pathway

SCZ

323

242

109 GRL (1617 DRs)

45

1075 Kb

879

176 (962 DRs)

20

433 Kb

21

15

10

17 terms (FDR sig)

Terms related to neurogenesis; synapse (structure and signalling); and calcium ion transport

6

Striatal medium spiny neuron differentiation; striatum development; sub-pallium development; forebrain neuron differentiation; and forebrain generation of neurons

BMI

221

832

430 GRL (3427 DRs)

52

1317 Kb

8663

1545 (5322 DRs)

18

1902 Kb

133

83

41

228 terms (FDR sig)

Terms related to cell morphogenesis, development and differentiation; signalling, signal transduction and cell communication; cell migration and motility, localization, cell adhesion and cell junction organization; neurogenesis, neuron development and differentiation; and immune response

35

SMAD protein phosphorylation; sex determination; steroid biosynthesis; muscle morphogenesis; transmembrane receptor protein serine/threonine kinase signaling pathway; and GABAergic synaptic transmission

BD

192

16

9 GRL (157 DRs)

56

77 Kb

293

45 (168 DRs)

15

86 Kb

6

5

3

160 terms (p < 0.05)

Terms related to synaptic structure and function plasticity; action potential; central nervous system and brain development; and myelination

MDD

191

51

22 GRL (144 DRs)

43

99 Kb

645

116 (426 DRs)

18

121 Kb

8

3

0

45 terms (FDR sig)

Terms related to neurogenesis; synaptic function; neurotransmitter transport; and nervous system development

40

Presynaptic active zone assembly; protein localization to synapse; pre-synapse organization; and pre-synapse assembly

Cholesterol

113

56

28 GRL (130 DRs)

50

49 Kb

285

42 (106 DRs)

15

35 Kb

6

3

2

433 terms (p < 0.05)

Phospholipid homeostasis; reverse cholesterol transport; monocarboxylic acid biosynthetic process; and carboxylic acid metabolic process

ALS

423

11

8 GRL (41 DRs)

73

16 Kb

141

18 (46 DRs)

13

21 Kb

2

2

1

185 terms (p < 0.05)

Membrane trafficking, signal transduction and ion channel transport; autophagy; central nervous system and oligodendrite development; dopaminergic neuron differentiation, neuron maturation, regulation of cell differentiation; central nervous system myelination and axon ensheathment and neuron axonogenesis

Crohn's disease

2

71

27 GRL (470 DRs)

38

212 Kb

276

47 (228 DRs)

17

97 Kb

7

5

5

438 terms (p < 0.05)

Terms related to immune response; cytokine activity; receptors and signalling; and glutamine metabolism

  1. Summary of annotated GWAS datasets from FUMA and their overlap with dark regions. Showing: GWAS Disorders and complex traits (ASD: autism spectrum disorders; SCZ: schizophrenia; BMI: body mass index; BD: bipolar disorder; MDD: major depressive disorder; ALS: Amyotrophic lateral sclerosis); FUMA ID; total number of genomic risk loci (GRL); number of GRL overlapping dark regions (and the number of dark regions overlapping GRLs); % of GRLs that are dark; the combined length of GRLs that are overlapped by dark regions; the total number of mapped genes in GRLs; the number of MGs overlapping dark regions (and the number of dark regions overlapping MGs); the combined length of the MGs that are dark; the number of MGs that have dark coding regions (CDS): any, more than 5% dark-CDS, more than 20% dark-CDS; results of gene ontology enrichment (GO) analysis (biological processes) for all GWAS dark genes vs the rest of the genome, with the number of enriched terms (FDR corrected or p-value < 0.05); summary of enriched GO terms related to the phenotype; gene ontology enrichment (GO) analysis (biological processes) for GWAS MGs with dark-CDS vs the remaining GWAS MGs (for the GWAS that FDR significant terms from all dark MGs vs genome)